Output Functions

Output functions are layers used towards the end of a network to transform to the desired form for a loss function. For example, the softmax relies on logits to construct a conditional probability. Below you can find a continuously updating list of output functions.

METHOD YEAR PAPERS
Softmax
2000 5275
Mixture of Logistic Distributions
2000 105
Heatmap
2014 100
Adaptive Softmax
2016 31
Sparsemax
2016 13
Hierarchical Softmax
2000 7
Mixture of Softmaxes
2017 3
PAFs
2016 2